The table below looks at the statistics for Data Management skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Management over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Management
Rank 80 100 120
Rank change year-on-year
+20 +20
Permanent jobs citing Data Management 75 63 64
As % of all permanent IT jobs located in Scotland 2.59% 2.00% 1.71%
As % of the Processes & Methodologies category 2.87% 2.21% 1.98%
Number of salaries quoted 40 49 48
Median salary £47,500 £47,500 £48,750
Median salary % change year-on-year
- -2.56%
90% offered a salary of more than £34,200 £35,550 £35,250
10% offered a salary of more than £69,400 £66,350 £73,000
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%
Data Management
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2615 2851 3227
As % of all permanent IT jobs located in Scotland 90.14% 90.45% 86.35%
Number of salaries quoted 1476 1820 2170
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £64,000 £60,000 £62,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Management
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Data Management as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in Scotland

Data Management
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management across the Scotland region.

Data Management Salary Trend in Scotland

Data Management
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Management across the Scotland region over the 3 months to 28 July 2016.

Data Management Salary Histogram in Scotland

Data Management
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Scotland region over the 3 months to 28 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +5 42 £52,500 +10.52%
Edinburgh +20 34 £45,000 -5.26% 4
Stirling +17 2 £34,500 - 1
West Lothian +7 2 £35,000 -
Data Management
UK

Data Management
Top 30 Related IT Skills in Scotland

For the 6 months to 28 July 2016, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Data Management.

1 85 (66.41%) Finance
2 56 (43.75%) SQL
3 51 (39.84%) Business Intelligence
4 47 (36.72%) Analytical Skills
5 45 (35.16%) Agile Software Development
6 36 (28.13%) Banking
7 30 (23.44%) Data Warehouse
8 29 (22.66%) Python
8 29 (22.66%) Big Data
9 28 (21.88%) Java
10 25 (19.53%) Visualisation
10 25 (19.53%) Data Quality
11 24 (18.75%) Oracle
11 24 (18.75%) Scrum
12 22 (17.19%) Regression Testing
12 22 (17.19%) Data Analysis
12 22 (17.19%) Master Data Management
13 21 (16.41%) JIRA
13 21 (16.41%) Git (software)
14 20 (15.63%) Tableau
15 19 (14.84%) Data Integration
15 19 (14.84%) Hadoop
15 19 (14.84%) Data Modelling
15 19 (14.84%) ETL
16 18 (14.06%) SAS
16 18 (14.06%) HTML
16 18 (14.06%) HTML5
16 18 (14.06%) Data Governance
17 17 (13.28%) Analytics
17 17 (13.28%) Apache Spark

Data Management
Top Related IT Skills in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 18 (14.06%) SAS
2 17 (13.28%) Apache Spark
3 2 (1.56%) WordPress
4 1 (0.78%) Alfresco
4 1 (0.78%) Apache Pig
4 1 (0.78%) Documentum
4 1 (0.78%) FileNet
4 1 (0.78%) IIS
4 1 (0.78%) SharePoint
Applications
1 10 (7.81%) MS Excel
2 3 (2.34%) MS PowerPoint
3 2 (1.56%) Adobe Illustrator
3 2 (1.56%) InDesign
3 2 (1.56%) MS Office
3 2 (1.56%) Photoshop
3 2 (1.56%) Stata
4 1 (0.78%) DOC1
4 1 (0.78%) SPSS
Business Applications
1 2 (1.56%) Markit EDM
1 2 (1.56%) SAP MDM
Cloud Services
1 3 (2.34%) Google Analytics
2 1 (0.78%) Google Cloud Platform
2 1 (0.78%) Office 365
Communications & Networking
1 1 (0.78%) LAN
1 1 (0.78%) WAN
Database & Business Intelligence
1 30 (23.44%) Data Warehouse
2 29 (22.66%) Big Data
3 19 (14.84%) Hadoop
4 16 (12.50%) Relational Database
5 13 (10.16%) BusinessObjects
6 11 (8.59%) Impala
6 11 (8.59%) Spotfire
6 11 (8.59%) Sqoop
7 10 (7.81%) DataStage
7 10 (7.81%) QlikView
8 8 (6.25%) SQL Server
9 7 (5.47%) SQL Server Integration Services
9 7 (5.47%) SQL Server Reporting Services
10 6 (4.69%) Data Mining
10 6 (4.69%) IBM InfoSphere
10 6 (4.69%) SQL Server Analysis Services
11 5 (3.91%) Enterprise Data Warehouse
11 5 (3.91%) MS Access
11 5 (3.91%) Oracle BI EE
11 5 (3.91%) PowerCenter
Development Applications
1 21 (16.41%) Git (software)
1 21 (16.41%) JIRA
2 11 (8.59%) Jenkins
2 11 (8.59%) Subversion
3 10 (7.81%) Cucumber
3 10 (7.81%) Selenium
4 4 (3.13%) TestComplete
5 3 (2.34%) Talend Open Studio
5 3 (2.34%) Team Foundation Server
5 3 (2.34%) Visual Studio
General
1 85 (66.41%) Finance
2 36 (28.13%) Banking
3 15 (11.72%) Retail
4 9 (7.03%) Private Banking
5 7 (5.47%) Marketing
6 5 (3.91%) Retail Banking
7 2 (1.56%) Advertising
7 2 (1.56%) Games
7 2 (1.56%) Telecoms
8 1 (0.78%) Back Office
8 1 (0.78%) Law
Job Titles
1 36 (28.13%) Developer
2 17 (13.28%) Analyst
3 15 (11.72%) Big Data Developer
4 13 (10.16%) Consultant
5 10 (7.81%) Automation Tester
5 10 (7.81%) Business Analyst
5 10 (7.81%) Tester
6 9 (7.03%) Product Manager
6 9 (7.03%) Senior Analyst
7 8 (6.25%) Data Consultant
8 7 (5.47%) Data Manager
8 7 (5.47%) Senior Business Analyst
8 7 (5.47%) Software Engineer
8 7 (5.47%) Technical Analyst
8 7 (5.47%) Technical Business Analyst
9 6 (4.69%) Architect
9 6 (4.69%) Business Intelligence Developer
10 5 (3.91%) Data Quality Manager
10 5 (3.91%) Functional Tester
10 5 (3.91%) Product Owner
Libraries, Frameworks & Software Standards
1 18 (14.06%) HTML
1 18 (14.06%) HTML5
2 13 (10.16%) D3.js
3 7 (5.47%) AngularJS
4 5 (3.91%) CSS
4 5 (3.91%) jQuery
4 5 (3.91%) LESS
4 5 (3.91%) Middleware
4 5 (3.91%) Node.js
4 5 (3.91%) REST
5 2 (1.56%) Web Services
6 1 (0.78%) .NET
6 1 (0.78%) EDI
6 1 (0.78%) XML
Miscellaneous
1 47 (36.72%) Analytical Skills
2 25 (19.53%) Visualisation
3 19 (14.84%) Data Integration
4 11 (8.59%) Market Risk
5 10 (7.81%) Derivative
5 10 (7.81%) Fintech
6 9 (7.03%) Management Information System
7 7 (5.47%) Social Media
8 6 (4.69%) Virtual Team
9 4 (3.13%) Credit Risk
9 4 (3.13%) Data Centre
9 4 (3.13%) Data Structures
10 3 (2.34%) Computer Science
10 3 (2.34%) Enterprise Software
10 3 (2.34%) Statistics
11 2 (1.56%) Applied Mathematics
11 2 (1.56%) Blog
11 2 (1.56%) Copywriting
11 2 (1.56%) Informatics
11 2 (1.56%) Mathematics
Operating Systems
1 17 (13.28%) Unix
2 11 (8.59%) Linux
3 1 (0.78%) Windows
Processes & Methodologies
1 51 (39.84%) Business Intelligence
2 45 (35.16%) Agile Software Development
3 24 (18.75%) Scrum
4 22 (17.19%) Data Analysis
4 22 (17.19%) Master Data Management
4 22 (17.19%) Regression Testing
5 19 (14.84%) Data Modelling
5 19 (14.84%) ETL
6 18 (14.06%) Data Governance
7 17 (13.28%) Analytics
8 16 (12.50%) Data Visualisation
9 15 (11.72%) SDLC
10 14 (10.94%) Information Management
10 14 (10.94%) Migration
10 14 (10.94%) Workflow
11 13 (10.16%) OO
12 12 (9.38%) Asset Management
12 12 (9.38%) Time Management
13 11 (8.59%) Continuous Integration
13 11 (8.59%) Trend Analysis
Programming Languages
1 56 (43.75%) SQL
2 29 (22.66%) Python
3 28 (21.88%) Java
4 13 (10.16%) Scala
5 11 (8.59%) C#
6 9 (7.03%) Shell Script
7 7 (5.47%) C++
7 7 (5.47%) VBA
8 6 (4.69%) R
9 5 (3.91%) JavaScript
9 5 (3.91%) T-SQL
10 4 (3.13%) PL/SQL
11 2 (1.56%) Delphi
11 2 (1.56%) SAS Macro
12 1 (0.78%) Bash Shell
12 1 (0.78%) Perl
12 1 (0.78%) VB
12 1 (0.78%) VB.NET
12 1 (0.78%) XPath
Qualifications
1 8 (6.25%) Degree
2 5 (3.91%) CCA
3 3 (2.34%) PRINCE2 Practitioner
3 3 (2.34%) Security Cleared
4 2 (1.56%) CISSP
4 2 (1.56%) PRINCE2 Certification
5 1 (0.78%) CISA
5 1 (0.78%) CISM
5 1 (0.78%) CRISC
5 1 (0.78%) ISEB
Quality Assurance & Compliance
1 25 (19.53%) Data Quality
2 17 (13.28%) QA
3 2 (1.56%) ISO/IEC 27001
4 1 (0.78%) PCI DSS
4 1 (0.78%) SLA
System Software
1 1 (0.78%) Apache Flume
Systems Management
1 11 (8.59%) Oozie
1 11 (8.59%) Rundeck
2 1 (0.78%) MOM
Vendors
1 24 (18.75%) Oracle
2 20 (15.63%) Tableau
3 11 (8.59%) MicroStrategy
4 10 (7.81%) IBM
5 9 (7.03%) Cognos
6 8 (6.25%) SAP
7 7 (5.47%) Informatica
7 7 (5.47%) Microsoft
8 5 (3.91%) HP
9 4 (3.13%) Netezza
10 3 (2.34%) Google
10 3 (2.34%) Talend
11 2 (1.56%) Adobe
11 2 (1.56%) Facebook
11 2 (1.56%) Greenplum
11 2 (1.56%) Hootsuite
11 2 (1.56%) Pardot
11 2 (1.56%) Salesforce.com
11 2 (1.56%) Twitter
12 1 (0.78%) Sun
Edinburgh, Midlothian
Sopra Steria Recruitment
Salary: Up to £60,000 per annum
Posted: 1 hour ago
Stirling, Stirlingshire
McGregor Boyall
Salary: £55000 - £60000 per annum
Posted: 6 days ago
Edinburgh, Scotland
Edward Carter Solutions
Salary: £70,000 - £75,000 per annum plus allowance, bonus and benefits
Posted: 7 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £60000.00 - £70000.00 per annum
Posted: 7 days ago